From 2d11538d3823a5c2fc4539967dc2acf2839d4b93 Mon Sep 17 00:00:00 2001 From: haowhsu-quic Date: Mon, 3 Feb 2025 15:53:35 +0800 Subject: [PATCH] Qualcomm AI Engine Direct - documentation for KV cache update summary - visualize KV cache update mechanism for better understanding - asset folder for storing diagrams --- examples/qualcomm/oss_scripts/llama/README.md | 60 +++++++++++++++++- .../oss_scripts/llama/assets/ShiftPointer.png | Bin 0 -> 105525 bytes .../oss_scripts/llama/assets/SmartMask.png | Bin 0 -> 101567 bytes 3 files changed, 57 insertions(+), 3 deletions(-) create mode 100644 examples/qualcomm/oss_scripts/llama/assets/ShiftPointer.png create mode 100644 examples/qualcomm/oss_scripts/llama/assets/SmartMask.png diff --git a/examples/qualcomm/oss_scripts/llama/README.md b/examples/qualcomm/oss_scripts/llama/README.md index 79c20180d69..439278cb424 100644 --- a/examples/qualcomm/oss_scripts/llama/README.md +++ b/examples/qualcomm/oss_scripts/llama/README.md @@ -5,9 +5,10 @@ This file provides you the instructions to run LLAMA model with different parame 1. LLAMA2 Stories 110M 2. LLAMA3.2 1B 3. LLAMA3.2 3B (WIP) + We offer the following modes to execute the model: -Prefill Mode: This is also known as batch prefill mode, where the model takes in a list of tokens as input and generates the next token along with the key-value (KV) cache for all tokens. This mode is efficient for generating the initial sequence of tokens (usually the user's prompt). +Prefill Mode: This is also known as batch prefill mode, where the model takes in a list of tokens as input and generates the next token along with the key-value (KV) cache for all tokens. This mode is efficient for encoding the user's prompt. KV Cache Mode: In KV Cache mode, the model takes in a single previous token and generates the next predicted token along with its KV cache. It is efficient for generating subsequent tokens after the initial prompt. @@ -41,7 +42,7 @@ python -m extension.llm.tokenizer.tokenizer -t tokenizer.model -o tokenizer.bin echo '{"dim": 768, "multiple_of": 32, "n_heads": 12, "n_layers": 12, "norm_eps": 1e-05, "vocab_size": 32000}' > params.json ``` -#### LLAMA3.2 +#### LLAMA3.2 Follow the [instructions](https://www.llama.com/) to download models. At the end of this step, users should have the following files ready: `consolidated.00.pth`, `params.json`, and `tokenizer.model`. @@ -58,6 +59,53 @@ Default example using hybrid mode. python examples/qualcomm/oss_scripts/llama/llama.py -b build-android -s ${SERIAL_NUM} -m ${SOC_MODEL} --ptq 16a4w --checkpoint consolidated.00.pth --params params.json --tokenizer_model tokenizer.model --llama_model llama3_2 --model_mode hybrid --prefill_seq_len 32 --kv_seq_len 128 --prompt "what is 1+1" ``` +### KV Cache update mechanism +We have two distinct mechanisms for updating the key-value (KV) cache, which can be selected at runtime. Shift Pointer and Smart Mask. + +#### Shift Pointer mechanism + +
+ Shift Pointer mechanism
+ The figure illustrates the process of updating the key and value caches during each inference step. In key cache update process, we initially allocate memory for each layer with num_head size of (head_dim + 1) * (seq_len - 1). After a single inference, the new key cache is copied from the key output pointer k_out and appended to the key cache. Subsequently, the buffer start pointer of the key cache k_in moves to the next token, making the previous position of the buffer start pointer unused. This process is repeated for each subsequent inference step. + For the value cache update process, we first allocate a contiguous memory of size (num_head + 1) * head_dim * (seq_len - 1) for each layer, with the last head reserved for I/O shifting, After the first inference, the cache is updated by simply shifting the pointers of all heads to the next token position, making only the previous head_dim * 1 section of the buffer start pointer v_in of the first head unused. This process is repeated for each subsequent inference step.
+
+ +#### Smart Mask mechanism: +
+ Smart Mask mechanism +
The Smart Mask mechanism streamlines the process of updating tokens in the cache. Unlike the Shift Pointer mechanism, which requires moving the buffer start pointer k_in/v_in of the cache, the Smart Mask mechanism updates only the new token at the specified position. This approach eliminates the need to adjust the buffer start pointer. This mechanism is beneficial for shared buffers but requires CPU memory copying.
+
+ +#### Analysis KV Cache Update Mechanism for each Layer each inference + + + + + + + + + + + + + + + + + + + + + + + + + + + +
MechanismTime ComplexitySpace Complexity
KVKV
Shift Pointernum_head * head_dim1num_head * (head_dim + 1) * seq_len(num_head + 1) * head_dim * (seq_len - 1)
Smart Masknum_head * head_dimnum_head * head_dimnum_head * seq_len * head_dimnum_head * seq_len * head_dim
+ ### Additional Configs when running the script If you would like to compile the model only, we have provided the flag `--compile_only`. Taking LLAMA3.2 as an example: ```bash @@ -67,4 +115,10 @@ python examples/qualcomm/oss_scripts/llama/llama.py -b build-android -m ${SOC_MO On the other hand, if you already have a pre-compiled .pte model, you can perform inference by providing the flag `--pre_gen_pte` and specifying the folder that contains the .pte model. Taking LLAMA3.2 as an example: ```bash python examples/qualcomm/oss_scripts/llama/llama.py -b build-android -s ${SERIAL_NUM} -m ${SOC_MODEL} --ptq 16a4w --checkpoint consolidated.00.pth --params params.json --tokenizer_model tokenizer.model --llama_model llama3_2 --model_mode hybrid --prefill_seq_len 32 --kv_seq_len 128 --prompt "what is 1+1" --pre_gen_pte ${FOLDER_TO_PRE_GEN_PTE} -``` \ No newline at end of file +``` + +You can select the KV Cache update mechanism at runtime by setting the `KV_UPDATER` variable to either "shift_pointer" or "smart_mask". By default, it is set to "smart_mask". +`KV_UPDATER` = "shift_pointer" +```bash +python examples/qualcomm/oss_scripts/llama/llama.py -b build-android -s ${SERIAL_NUM} -m ${SOC_MODEL} --ptq 16a4w --checkpoint consolidated.00.pth --params params.json --tokenizer_model tokenizer.model --llama_model llama3_2 --model_mode hybrid --prefill_seq_len 32 --kv_seq_len 128 --prompt "what is 1+1" --kv_updator ${KV_UPDATER} +``` diff --git a/examples/qualcomm/oss_scripts/llama/assets/ShiftPointer.png b/examples/qualcomm/oss_scripts/llama/assets/ShiftPointer.png new file mode 100644 index 0000000000000000000000000000000000000000..2ea3e24a4bd02ae2a00f27d8bc6d8543cb0e0fba GIT binary patch literal 105525 zcmdSBXH=70w>BJ5#0EAHsUl57RjPE{(mM&giV%8{4xw5>>D`2?l#l>Hx|DzlNbgO$ zB0WH)1f+j=z`dXIKF=BB8|T;io{S;!PF9_3tvRoG&AIYgTT_YZJi~bq2t=i#EDr&J zC=)@TQ$Nn00X`Y|^7|F=M&E_ zsY^L0t^fl9fg*_b;r3Tlj57_FWD^n+XrSjg z>e3{A+P;5&4y!-dia$KqO93Vd0?GMY(Iw3@LcufhFD4AV5<`;|-o_QnW%H|jp4z4{-9JUzVKp+t7{TYY4TN6GOr6gg3 zSRtnq$$jR*EAge;dPq~4=j+TaW|)19O3;3HdAQiGt+XSt8N z5YW@nxfOp~D~UZ?sxJX_c2=x@Co&;1v30cEQR5t`+6;ge{U2#7uwh@rwu+Y2zebqsJ!$6#Y}Iy}%r2JXC0MTZzf-1(>WFqoCTy z9A^N#9*GPH&F*x(rzTqNoIX%?xM{%dx5zn!l;hjzYy9!V7j+pwmSxTuU^*dU-^by% zw^G@8mDKU4xnG7IQl$T7()q4d&Ciq%o5zoo+NQ)|?d^V$49mx7@Wrg_mxujmU+%G8`?9ZjDn*rq(Y^ZQrBrP(19*F;Jd-%kmoVSs4e^K)y4qFNt2gLH3-*HJ{RtLetL9Y32iisy zA*<53>UBW!RL+V4c#q=*d(rv$t5o_i5$y{ zvF%-ql!}Rr5{6R^f`8-n{acX0d}Q7BvV+##1^$n6s;a7+H`stda*+jBls4wtLiM=DqjDR=W;e za2{VW66213n|>RCp)6*wH3}SN2ye0%y^u-XTJF+oX-4~K=%oyzU$9Xmr?FZKM!cOdHKRmb&>B&x3`!u9AkGFDiu!Wzl+X=OLFuEnZ z-@Z>ic0ogH-m||!p91sTeApzX!|rl)Gs`J)h4XmzCv{lUwn8v8dFQCiBCEna=1l!s zf^#9BD7pnF`iQ|`OE}zYoinaEGiimOYJ(8R-h0{isD213A(<{n8Z4{u$!QKbox}!~ z2tyCF@D8TvQC>`eeNm@fcD^$2BpGJ7vNDJfEu;n8MX(;M-M}9_#3?~ve{=}P?O|x# z5Z^st`a)$4Y!lkvbK%2Wcn9}%V4aKn@UO?xfOG!opixinC!TX3Vd8){<1%x{d|YyD znn+*+yZEQh@S^Xgys-`|6}iD|9!Wfuc*4BTvI=9{f#RfXOWRGJ_gD4r_w!eV)eQ0R z$GeD^w@B2@)}{B7CIH&JeqwJyuRllhZUyYeRBrlnak;bn5v5n}A=0`=!?}|NFPY68P40K2jq_B@|NWHNm2!6}9YM zsQYr5W>o((Wb?<8s{@KU`YnT_=qlmGvw5CC4!be+w(MoJSSG zmtYwkBNPw^ICuW*&0%v9G5+{z!95@SUZhN|V*#OQ`W$4kaGTUK$dmF!Z^@CjCb;+G z4K%#v#9@lh(+y--yjW;24?VRjH8tR$9h%{T%06u2zXZo!U6S749%OxK70{e%o#fZ< znORLd*gy3>@GV2M@w##FQCHO<0Tiv-%K}(zT0YI{)LxqZ% zBp7`a+l9iF!fkik`W z)tqtd*@9ZM27!eiVHg@^G%wPCU(h*9{e!AQ!L~aRR4!y@ZS-w?j?_|!A=`;r2fgQl znZ6p}ca=PJvq3NjNUCuUe7S+Ljt~G=c7^6AMy$j{wOyX;exV&ZoKs)H7O@>*JDmyd_L7<27po`e=OZQ_H7ZhiBed*sQ7Z`XZOvI2O8(9 zr>Cb(@7NyselS`}7Z`?HFTeGeErV*^%d`$M?V4gq7mG8vZ0Bb9fdsmeV#;I`rCyh1q3|0bRJ9=^Sh-qiRK!Fqj>vy<)7l}*P8lF4eo$*ZvdqiFbE;rHef5UH?#N` zfESV7^+wKf@8?6_v3D|6Pp9}yiFou1ZMFbU32OXR^4Pjv2YP9E*$H9=PTaGX7uNM> zU$djWAX^gw1tQN^pnfb@o$J76cvv*aec;1vmsBlaHLxZa)OgS4oLRB;vfX0+tbgf1 zU?|NLn7vDSnD@c0lSAShd&m%`>zzKcgfMm!TclTuoY_G&Q!86K7q!R7`Pti~NaYKY zd#gItgPqg;Y-z{!VPxo!fqM>o<&_tLaF6Tjy=pmkY#94o0e#5&f?YA4RaRX*Ypg%! 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